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Record W4401403605 · doi:10.1002/pan3.10687

Shifting more‐than‐human relationships amidst social–ecological disturbance

2024· article· en· W4401403605 on OpenAlexaff
Olivia Visnic, Megan Maurer, Liv Yoon, Elizabeth M. Cook

Bibliographic record

VenuePeople and Nature · 2024
Typearticle
Languageen
FieldEnvironmental Science
TopicSustainability and Climate Change Governance
Canadian institutionsUniversity of British Columbia
FundersNational Science Foundation
KeywordsDisturbance (geology)EcologyPsychologyGeographyGeologyBiology

Abstract

fetched live from OpenAlex

Abstract Social–ecological disruptions, such as changing climate, extreme weather‐related events and the COVID‐19 pandemic, can have cascading and long‐term consequences for people, ecosystems and multispecies relationships. As the early COVID‐19 pandemic disrupted people's lives through isolation and restricted human contact, more‐than‐human relationships played a heightened role in individuals' day‐to‐day lives with potential long‐term impacts on multispecies justice. We analysed 72 interviews conducted during the early (May–June 2020) COVID‐19 lockdown in the United States to investigate how social–ecological disruptions and spatial re‐orderings, exemplified by the pandemic, reassemble more‐than‐human relationships. We consider new relational values through a transformative multispecies justice framing, which contends that times of uncertainty can inspire meaningful connections with the more‐than‐human world, facilitating care and reciprocal relationships during times of disruption. Among interviewee accounts, we find that disorderings of daily life during the pandemic interweave with past and ongoing experiences of inequity to form mosaics of disruption. These mosaics of disruption created circumstances in which interviewees formed new connections with the more‐than‐human world. The more‐than‐human connections of interviewees sat along a spectrum and did not universally represent the same strength of relational values. The more‐than‐human connections were defined by individual's positionality and restricted geographies of the circumstances. However, the newly formed relationships seemed to be ephemeral, indicating that they would not necessarily endure outside of an early‐pandemic context. Thus, while individuals reported rearranged relationships out of pandemic precarity, their transitory qualities do not directly promise long‐term transformational multispecies connections. Our findings suggest that moments of disruption alone do not necessarily produce durable change and there is a need to go beyond merely recognizing relationality. Policy implications : Transformative multispecies justice requires long‐term, routine commitment to deepening relationships with the more‐than‐human world. While future social–ecological and spatial disturbances can be a window of opportunity to initiate multispecies relationships, future initiatives and policies must actively support and foster these relationships and strong relational values beyond the disturbances—recognizing the long‐term, non‐linear processes of transformation needed to address our future challenges. Read the free Plain Language Summary for this article on the Journal blog.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.091
Threshold uncertainty score0.607

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.015
GPT teacher head0.267
Teacher spread0.252 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations2
Published2024
Admission routes1
Has abstractyes

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